{"id":237971,"date":"2022-06-28T14:11:21","date_gmt":"2022-06-28T12:11:21","guid":{"rendered":"https:\/\/www.zacam.cnrs.fr\/?page_id=237971"},"modified":"2025-05-22T15:10:50","modified_gmt":"2025-05-22T13:10:50","slug":"types-de-donnees","status":"publish","type":"page","link":"https:\/\/www.zacam.cnrs.fr\/en\/types-de-donnees\/","title":{"rendered":"Instrumentation"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; background_enable_color=&#8221;off&#8221; background_enable_image=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;2_5,3_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; collapsed=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;2_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;2_5,3_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;5px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;2_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/www.zacam.cnrs.fr\/wp-content\/uploads\/Instrumentation_generale.png&#8221; title_text=&#8221;Instrumentation_generale&#8221; show_bottom_space=&#8221;off&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;80px||||false|false&#8221; custom_padding=&#8221;20px||2px||false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243; transform_scale=&#8221;120%|120%&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 class=\"wp-block-heading\">L\u2019instrumentation scientifique : c\u2019est quoi ?<\/h2>\n<p>L\u2019instrumentation scientifique regroupe l\u2019ensemble des outils, \u00e9quipements et techniques utilis\u00e9s pour mesurer, observer et analyser des ph\u00e9nom\u00e8nes.<\/p>\n<ul>\n<li><strong>Importance<span>\u00a0<\/span><\/strong>: Ces instruments sont essentiels pour recueillir des donn\u00e9es pr\u00e9cises et fiables, permettant aux chercheurs de comprendre et d\u2019interpr\u00e9ter les processus \u00e9cologiques et environnementaux en lien avec des probl\u00e9matique de sant\u00e9.<\/li>\n<li><strong>Tendance<\/strong><span> : Utilisation de l\u2019instrumentation dans le domaine de la sant\u00e9-environnement de plus en plus fr\u00e9quente depuis\u00a0 la\u00a0 miniaturisation des composants, la possibilit\u00e9 de les embarquer (sur des vecteurs humains et non humains, d\u2019enregistrer de multi-param\u00e8tres, de multi contaminants, de r\u00e9aliser de l\u2019imagerie et de la t\u00e9l\u00e9dection.<\/span><\/li>\n<\/ul>\n<p><strong>&gt;&gt; Int\u00e9gration de l\u2019intelligence artificielle et du big data. Technologies de surveillance \u00e0 bas co\u00fbt et open source.<\/strong>\u00a0<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;2_3,1_3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Texte&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 class=\"wp-block-heading\">Applications pratiques et int\u00e9r\u00eat de l&#8217;instrumentation scientifique\u00a0<\/h2>\n<ul>\n<li>\u00a0<span>Suivi des Changements Environnementaux<\/span><\/li>\n<li>des variables environnementales pour d\u00e9tecter les tendances et les anomalies.<\/li>\n<li>Exemple : GT Instrumentation \u00ab Eau Salinit\u00e9\u00bb Agence de l\u2019eau Rh\u00f4ne M\u00e9diterran\u00e9e Corse, PNR Camargue,\u00a0 Syndicat Mixte de la Camargue Gardoise, Tour du Valat, ZACAM.<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\">Surveillance des contaminations et des pathog\u00e8nes<\/h2>\n<ul>\n<li>D\u00e9tection rapide des contaminants (pesticides, m\u00e9taux lourds, etc.).<\/li>\n<li>D\u00e9tection de virus, bact\u00e9ries et zoonoses. Programme ZOOCAM<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\">Capteurs et Stations M\u00e9t\u00e9orologiques :<\/h2>\n<p>Utilis\u00e9s pour mesurer les variables climatiques telles que la temp\u00e9rature, l\u2019humidit\u00e9, la vitesse du vent et les pr\u00e9cipitations.<\/p>\n<p>Exemple : Stations m\u00e9t\u00e9orologiques automatiques install\u00e9es dans diff\u00e9rentes r\u00e9gions pour surveiller les microclimats.<\/p>\n<h2 class=\"wp-block-heading\">Analyseurs de Gaz<\/h2>\n<p><span>Permettent de mesurer les concentrations de gaz \u00e0 effet de serre comme le CO2, le CH4 et le N2O, etc.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_gallery gallery_ids=&#8221;239417&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_gallery][et_pb_image src=&#8221;https:\/\/www.zacam.cnrs.fr\/wp-content\/uploads\/Capteurs_instruments.png&#8221; title_text=&#8221;Capteurs_instruments&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,3_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/www.zacam.cnrs.fr\/wp-content\/uploads\/Drone.png&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_image src=&#8221;https:\/\/www.zacam.cnrs.fr\/wp-content\/uploads\/Suivi-environnemental-et-faunistique-numerique.png&#8221; title_text=&#8221;Suivi environnemental et faunistique num\u00e9rique&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 class=\"wp-block-heading\">Drones et Satellites<\/h2>\n<p><span>Fournissent des donn\u00e9es a\u00e9riennes et spatiales pour l\u2019observation des \u00e9cosyst\u00e8mes \u00e0 grande et petite \u00e9chelle<\/span><span>.<\/span><b><\/b><\/p>\n<h2 class=\"wp-block-heading\">Capteurs de g\u00e9olocalisation et d\u2019\u00e9tude de la mobilit\u00e9 :<\/h2>\n<p>Permet de mieux comprendre les interactions entre humains, animaux (domestiques et faune sauvage) et environnement. D\u00e9velopper des strat\u00e9gies plus efficaces pour pr\u00e9server la sant\u00e9 et l\u2019environnement.<\/p>\n<h2 class=\"wp-block-heading\">Personne contact :<\/h2>\n<p>Pour la ZACAM :<span>\u00a0<\/span><strong>jean-claude.raynal@cnrs.fr<\/strong><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>L&#8217;instrumentation joue un r\u00f4le cl\u00e9 dans l&#8217;\u00e9tude des interactions entre sant\u00e9 et environnement. Gr\u00e2ce \u00e0 des technologies avanc\u00e9es, nous pouvons maintenant surveiller des param\u00e8tres environnementaux avec une pr\u00e9cision in\u00e9gal\u00e9e. Ces outils permettent non seulement de d\u00e9tecter les contaminants, mais aussi d&#8217;analyser leur impact sur la sant\u00e9 humaine et animale. En int\u00e9grant des m\u00e9thodes innovantes et des approches multidisciplinaires, nous ouvrons la voie \u00e0 des solutions durables pour un avenir sain.<\/p>","protected":false},"author":6,"featured_media":239420,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"<!-- wp:paragraph -->\n<p>L'instrumentation scientifique regroupe l'ensemble des outils, \u00e9quipements et techniques utilis\u00e9s pour mesurer, observer et analyser des ph\u00e9nom\u00e8nes.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li id=\"justifie\"><strong> Importance <\/strong>: Ces instruments sont essentiels pour recueillir des donn\u00e9es pr\u00e9cises et fiables, permettant aux chercheurs de comprendre et d'interpr\u00e9ter les processus \u00e9cologiques et environnementaux en lien avec des probl\u00e9matique de sant\u00e9.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Tendance<\/strong> : Utilisation de l\u2019instrumentation dans le domaine de la sant\u00e9-environnement de plus en plus fr\u00e9quente depuis&nbsp; la&nbsp; miniaturisation des composants, la possibilit\u00e9 de les embarquer (sur des vecteurs humains et non humains, d\u2019enregistrer de multiparam\u00e8tres, de multi contaminants, de r\u00e9aliser de l\u2019imagerie et de la t\u00e9l\u00e9dection.<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p>&gt;&nbsp;Int\u00e9gration de l\u2019intelligence artificielle et du big data. Technologies de surveillance \u00e0 bas co\u00fbt et open source.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Applications pratiques et int\u00e9r\u00eat de l\u2019instrumentation scientifique<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:group {\"layout\":{\"type\":\"grid\"}} -->\n<div class=\"wp-block-group\"><!-- wp:image -->\n<figure class=\"wp-block-image\"><img alt=\"\"\/><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:group -->\n\n<!-- wp:divi\/layout -->\n<div class=\"wp-block-divi-layout\">[et_pb_section fb_built=\"1\" admin_label=\"Hero\" _builder_version=\"4.25.1\" _module_preset=\"de8df9c4-4f34-4a9b-919e-71e38a0ba1e2\" background_image=\"https:\/\/www.zacam.cnrs.fr\/wp-content\/uploads\/pixabay-camargue-6.jpg\" global_colors_info=\"{}\"][et_pb_row _builder_version=\"4.16\" custom_margin=\"|||\" custom_padding=\"0px||0px|||\" global_colors_info=\"{}\"][et_pb_column type=\"4_4\" _builder_version=\"4.18.0\" _module_preset=\"default\" global_colors_info=\"{}\"][et_pb_text _builder_version=\"4.18.0\" _module_preset=\"790157a2-ffdd-466a-bbd6-7821f46c9aee\" global_colors_info=\"{}\"]<h1>Gestion des donn\u00e9es<\/h1>[\/et_pb_text][et_pb_menu active_link_color=\"#FFFFFF\" dropdown_menu_bg_color=\"#FFFFFF\" dropdown_menu_line_color=\"#F26938\" dropdown_menu_text_color=\"#000000\" dropdown_menu_active_link_color=\"#F26938\" mobile_menu_bg_color=\"#FFFFFF\" mobile_menu_text_color=\"#000000\" logo_width=\"0px\" logo_max_width=\"0px\" logo_height=\"0px\" logo_max_height=\"0px\" show_search_icon=\"on\" cart_icon_color=\"#FFFFFF\" search_icon_color=\"#FFFFFF\" menu_icon_color=\"#FFFFFF\" _builder_version=\"4.19.2\" _module_preset=\"default\" menu_text_color=\"#FFFFFF\" background_enable_color=\"off\" text_orientation=\"center\" background_layout=\"dark\" custom_padding=\"17px||17px||true|false\" custom_padding_tablet=\"17px||17px||true|false\" custom_padding_phone=\"17px||17px||true|false\" custom_padding_last_edited=\"on|desktop\" custom_css_dropdown_container=\"width: 400px !important;\" custom_css_dropdown_links=\"line-height:1.3;||padding-top: 12px;||padding-bottom: 12px;\" global_colors_info=\"{}\"][\/et_pb_menu][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\"1\" admin_label=\"Services\" _builder_version=\"4.27.4\" custom_padding=\"29px|0|78px|0px|false|false\" global_colors_info=\"{}\"][et_pb_row use_custom_gutter=\"on\" gutter_width=\"2\" _builder_version=\"4.27.4\" _module_preset=\"default\" custom_padding=\"||56px|||\" global_colors_info=\"{}\" min_height=\"262.9px\"][et_pb_column type=\"4_4\" _builder_version=\"4.16\" _module_preset=\"default\" global_colors_info=\"{}\"][et_pb_text _builder_version=\"4.27.4\" _module_preset=\"default\" hover_enabled=\"0\" global_colors_info=\"{}\" sticky_enabled=\"0\"]<ul>\n<li>Suivi des Changements Environnementaux<\/li>\n<\/ul>[\/et_pb_text][et_pb_text _builder_version=\"4.27.4\" _module_preset=\"default\" hover_enabled=\"0\" global_colors_info=\"{}\" sticky_enabled=\"0\"]<p>Surveillance continue des variables environnementales pour d\u00e9tecter les tendances et les anomalies.<\/p>\n<p>Exemple : GT Instrumentation \u00ab Eau Salinit\u00e9\u00bb Agence de l'eau Rh\u00f4ne M\u00e9diterran\u00e9e Corse, PNR Camargue,\u00a0 Syndicat Mixte de la Camargue Gardoise, Tour du Valat, ZACAM.<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px;\"><\/span><\/p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row use_custom_gutter=\"on\" gutter_width=\"2\" _builder_version=\"4.16\" _module_preset=\"default\" min_height=\"844.6px\" custom_padding=\"||11px|||\" global_colors_info=\"{}\" custom_margin=\"|auto|-559px|auto||\"][et_pb_column type=\"4_4\" _builder_version=\"4.16\" _module_preset=\"default\" global_colors_info=\"{}\"][et_pb_text _builder_version=\"4.18.0\" _module_preset=\"default\" global_colors_info=\"{}\"]<h2>Surveillance des contaminations et des pathog\u00e8nes<\/h2>\n<p>&nbsp;<\/p>[\/et_pb_text][et_pb_text _builder_version=\"4.24.0\" _module_preset=\"default\" global_colors_info=\"{}\"]<p>D\u00e9tection rapide des contaminants (pesticides, m\u00e9taux lourds, etc.).<\/p>\n<p>D\u00e9tection de virus, bact\u00e9ries et zoonoses. Programme ZOOCAM.<\/p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row use_custom_gutter=\"on\" gutter_width=\"2\" _builder_version=\"4.16\" _module_preset=\"default\" custom_padding=\"||56px|||\" global_colors_info=\"{}\" custom_margin=\"-150px|auto||auto||\"][et_pb_column type=\"4_4\" _builder_version=\"4.16\" _module_preset=\"default\" global_colors_info=\"{}\"][et_pb_text _builder_version=\"4.18.0\" _module_preset=\"default\" global_colors_info=\"{}\"]<h2>Recherche Innovante<\/h2>[\/et_pb_text][et_pb_text _builder_version=\"4.27.4\" _module_preset=\"default\" global_colors_info=\"{}\"]<ul><\/ul>\n<p style=\"text-align: justify;\">D\u00e9veloppement de nouvelles m\u00e9thodes et technologies pour am\u00e9liorer la collecte et l'analyse des donn\u00e9es.<\/p>\n<p style=\"text-align: justify;\">Exemple : Collaboration entre chercheurs et ing\u00e9nieurs pour concevoir des instruments adapt\u00e9s aux besoins sp\u00e9cifiques des projets de recherche.<\/p>\n<p style=\"text-align: justify;\"><b>&gt; L\u2019instrumentation a vocation \u00e0 \u00eatre au c\u0153ur de la recherche de la ZACAM.<\/b><\/p>\n<ul><\/ul>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row use_custom_gutter=\"on\" gutter_width=\"2\" _builder_version=\"4.16\" _module_preset=\"default\" custom_margin=\"|auto||171px||\" custom_padding=\"||56px|||\" global_colors_info=\"{}\"][et_pb_column type=\"4_4\" _builder_version=\"4.16\" _module_preset=\"default\" global_colors_info=\"{}\"][et_pb_text _builder_version=\"4.18.0\" _module_preset=\"default\" global_colors_info=\"{}\"]<h2>Personnes contacts<\/h2>[\/et_pb_text][et_pb_text _builder_version=\"4.27.4\" _module_preset=\"default\" custom_padding=\"0px|||||\" global_colors_info=\"{}\"]<ul>\n<li>pour la ZACAM : <span style=\"font-family: 'Open Sans', Helvetica, Arial, Lucida, sans-serif; font-size: 16px; font-style: normal; font-weight: 500; letter-spacing: normal; text-align: left; text-indent: 0px; text-transform: none; background-color: #ffffff; text-decoration: none; float: none;\">jean-claude.raynal@cnrs.fr<\/span><\/li>\n<\/ul>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/div>\n<!-- \/wp:divi\/layout -->","_et_gb_content_width":"","footnotes":""},"dipi_cpt_category":[],"class_list":["post-237971","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/pages\/237971","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/comments?post=237971"}],"version-history":[{"count":72,"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/pages\/237971\/revisions"}],"predecessor-version":[{"id":239643,"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/pages\/237971\/revisions\/239643"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/media\/239420"}],"wp:attachment":[{"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/media?parent=237971"}],"wp:term":[{"taxonomy":"dipi_cpt_category","embeddable":true,"href":"https:\/\/www.zacam.cnrs.fr\/en\/wp-json\/wp\/v2\/dipi_cpt_category?post=237971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}